Abstract
The present study deals with the numerical simulation of stirred tank in the presence of nanofluids to see the effect of different volume fraction (ϕ) of nanoparticles on the behaviour of flow characteristics and for the calculation of mixing time in the entire tank. The flow is assumed to be steady, axisymmetric, two dimensional and incompressible. For the simulation of flow inside the vessel, partially-averaged Navier–Stokes (PANS) k u − ϵ u turbulence model is used. Control volume method has been taken to descretize the governing equation along with power-law schemes. Further, semi-implicit method for pressure-linked equations revised (SIMPLER) algorithm and line-by-line tri-diagonal matrix algorithm (TDMA) have been taken to obtain the solution. The objective is to investigate the influence of ϕ on the characteristic flow variables and to calculate mixing time for different ϕ of nanofluids and for different values of f k , PANS model parameter. It is noted that with the increase in ϕ, mixing time has also been increased and it increases very fast for PANS k u − ϵ u model with the increase in filter width f k .
-
Author contributions: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.
-
Research funding: None declared.
-
Conflict of interest statement: The authors declare that there is no conflict of interest.
References
1. Biggs, RD. Mixing rates in stirred tanks. AIChE J 1963;9:636–40. https://doi.org/10.1002/aic.690090513.Search in Google Scholar
2. Raghav Rao, KS, Joshi, JB. Liquid phase mixing in mechanically agitated vessels. Chem Eng Commun 1988;74:1–25. https://doi.org/10.1080/00986448808940445.Search in Google Scholar
3. Rewatkar, VB, Joshi, JB. Effect of impeller design on liquid phase mixing in mechanically agitated reactors. Chem Eng Commun 1991;102:1–33. https://doi.org/10.1080/00986449108910846.Search in Google Scholar
4. Sahu, AK, Kumar, P, Patwardhan, AW, Joshi, JB. CFD modelling and mixing in stirred tanks. Chem Eng Sci 1999;54:2285–93. https://doi.org/10.1016/s0009-2509(98)00334-0.Search in Google Scholar
5. Joshi, JB, Nere, NK, Rane, CV, Murthy, BN, Mathpati, CS, Patwardhan, AW, et al.. CFD simulation of stirred tanks: comparison of turbulence models (Part II: axial flow impellers, multiple impellers and multiphase dispersions). Can J Chem Eng 2011;89:754–816. https://doi.org/10.1002/cjce.20465.Search in Google Scholar
6. Sheikholeslami, M, Jafaryar, M, Ali, JA, Hamad, SM, Divsalar, A, Shafee, A, et al.. Simulation of turbulent flow of nanofluid due to existence of new effective turbulator involving entropy generation. J Mol Liq 2019;291:111283. https://doi.org/10.1016/j.molliq.2019.111283.Search in Google Scholar
7. Davarnejad, R, Jamshidzadeh, M. CFD modeling of heat transfer performance of MgO-water nanofluid under turbulent flow. Eng Sci Technol Int J 2015;18:536–42.10.1016/j.jestch.2015.03.011Search in Google Scholar
8. Meriläinen, A, Seppälä, A, Saari, K, Seitsonen, J, Ruokolainen, J, Puisto, S, et al.. Influence of particle size and shape on turbulent heat transfer characteristics and pressure losses in water-based nanofluids. Int J Heat Mass Tran 2013;61:439–48. https://doi.org/10.1016/j.ijheatmasstransfer.2013.02.032.Search in Google Scholar
9. Boertz, H, J. Baars, A, Cieśliński, JT, Smolen, S. Numerical study of turbulent flow and heat transfer of nanofluids in pipes. Heat Tran Eng 2018;39:241–51. https://doi.org/10.1080/01457632.2017.1295739.Search in Google Scholar
10. Akbari, OA, Toghraie, D, Karimipour, A. Numerical simulation of heat transfer and turbulent flow of water nanofluids copper oxide in rectangular microchannel with semi-attached rib. Adv Mech Eng 2016;8: 1687814016641016. https://doi.org/10.1177/1687814016641016.Search in Google Scholar
11. Maji, S, Sahu, AK. Stirred tank simulation using Partially-Averaged Navier-Stokes ku − ϵu turbulence model. SN Appl Sci 2021;3:1–6. https://doi.org/10.1007/s42452-021-04488-6.Search in Google Scholar
12. Patankar, SV. Numerical heat transfer and fluid flow. USA: Taylor & Francis; 1980.Search in Google Scholar
© 2022 Walter de Gruyter GmbH, Berlin/Boston
Articles in the same Issue
- Frontmatter
- Reviews
- Effect of sugarcane bagasse on thermal and mechanical properties of thermoplastic cassava starch/beeswax composites
- Investigation on impact properties of different type of fibre form: hybrid hemp/glass and kenaf/glass composites
- Material selection and conceptual design in natural fibre composites
- Fundamental study of commercial polylactic acid and coconut fiber/polylactic acid filaments for 3D printing
- Amine compounds post-treatment on formaldehyde emission and properties of urea formaldehyde bonded particleboard
- Properties of plybamboo manufactured from two Malaysian bamboo species—
- Mechanical performance and failure characteristics of cross laminated timber (CLT) manufactured from tropical hardwoods species
- Effect of stacking sequence on tensile properties of glass, hemp and kenaf hybrid composites
- Flexural analysis of hemp, kenaf and glass fibre-reinforced polyester resin
- Manufacturing defects of woven natural fibre thermoset composites
- Fumaric acid: fermentative production, applications and future perspectives
- Modeling, simulation and mixing time calculation of stirred tank for nanofluids using partially-averaged Navier–Stokes (PANS) k u − ϵ u turbulence model
- Malic acid: fermentative production and applications
- Biotic farming using organic fertilizer for sustainable agriculture
- An overview about the approaches used in the production of alpha-ketoglutaric acid with their applications
- Conscientiousness of environmental concepts in sustainable development and ecological conservation
- Biochar: its characteristics application and utilization of on environment
- Biofuel as an alternative energy source for environmental sustainability
- Evaluation of the crystal structures of metal(II) 2-fluorobenzoate complexes
- Role of science in environmental conservation leading to sustainable development
- The phytotherapeutic potential of commercial South African medicinal plants: current knowledge and future prospects
- Pharmaceutical and personal care products (PPCPs) and per- and polyfluoroalkyl substances (PFAS) in East African water resources: progress, challenges, and future
- Embedding systems thinking in tertiary chemistry for sustainability
- Clean technology for sustainable development by geopolymer materials
- Role of semiconductor photo catalysts on mask pollution management
- An overview of mechanical and corrosion properties of aluminium matrix composites reinforced with plant based natural fibres
- Physical and mechanical properties of Acacia mangium plywood after sanding treatment
- Simple naturally occurring β-carboline alkaloids – role in sustainable theranostics
- A SWOT analysis of artificial intelligence in diagnostic imaging in the developing world: making a case for a paradigm shift
- Health in poultry- immunity and microbiome with regard to a concept of one health
Articles in the same Issue
- Frontmatter
- Reviews
- Effect of sugarcane bagasse on thermal and mechanical properties of thermoplastic cassava starch/beeswax composites
- Investigation on impact properties of different type of fibre form: hybrid hemp/glass and kenaf/glass composites
- Material selection and conceptual design in natural fibre composites
- Fundamental study of commercial polylactic acid and coconut fiber/polylactic acid filaments for 3D printing
- Amine compounds post-treatment on formaldehyde emission and properties of urea formaldehyde bonded particleboard
- Properties of plybamboo manufactured from two Malaysian bamboo species—
- Mechanical performance and failure characteristics of cross laminated timber (CLT) manufactured from tropical hardwoods species
- Effect of stacking sequence on tensile properties of glass, hemp and kenaf hybrid composites
- Flexural analysis of hemp, kenaf and glass fibre-reinforced polyester resin
- Manufacturing defects of woven natural fibre thermoset composites
- Fumaric acid: fermentative production, applications and future perspectives
- Modeling, simulation and mixing time calculation of stirred tank for nanofluids using partially-averaged Navier–Stokes (PANS) k u − ϵ u turbulence model
- Malic acid: fermentative production and applications
- Biotic farming using organic fertilizer for sustainable agriculture
- An overview about the approaches used in the production of alpha-ketoglutaric acid with their applications
- Conscientiousness of environmental concepts in sustainable development and ecological conservation
- Biochar: its characteristics application and utilization of on environment
- Biofuel as an alternative energy source for environmental sustainability
- Evaluation of the crystal structures of metal(II) 2-fluorobenzoate complexes
- Role of science in environmental conservation leading to sustainable development
- The phytotherapeutic potential of commercial South African medicinal plants: current knowledge and future prospects
- Pharmaceutical and personal care products (PPCPs) and per- and polyfluoroalkyl substances (PFAS) in East African water resources: progress, challenges, and future
- Embedding systems thinking in tertiary chemistry for sustainability
- Clean technology for sustainable development by geopolymer materials
- Role of semiconductor photo catalysts on mask pollution management
- An overview of mechanical and corrosion properties of aluminium matrix composites reinforced with plant based natural fibres
- Physical and mechanical properties of Acacia mangium plywood after sanding treatment
- Simple naturally occurring β-carboline alkaloids – role in sustainable theranostics
- A SWOT analysis of artificial intelligence in diagnostic imaging in the developing world: making a case for a paradigm shift
- Health in poultry- immunity and microbiome with regard to a concept of one health